Questions tagged with Amazon SageMaker
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Every time I try to deploy my llama2 7B model on an inf2.xlarge instance I get Shard process was signaled to shutdown with signal 9 error. I know that my instance is running out of memory because on...
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49
views
asked 9 days agolg...
After fine-tuning a DistilBERT model and saving it as 'model.pth', and creating an 'inference.py' script, I packaged both into a '.tar.gz' file. Upon deploying it, an endpoint was successfully...
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53
views
asked 9 days agolg...
Hello,
I am trying to test a HuggingFaceModel in local mode with Sagemaker. I would like to deploy the HF model for inference into my local Docker environment. I have the following...
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52
views
asked 10 days agolg...
Hello,
I am trying to utilize the automl capabilities in Sagemaker Studio. When trying to import my data, I get the following error:
One or more records in your CSV dataset exceed the maximum allowed...
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78
views
asked 11 days agolg...
Error: Unable to complete operation. Please try again when running notebook instance in sagemakerlg...
Hi,
I am facing an issue with running notebook instance even though I have received 1 quota for the specific gpu that I intend to use for the notebook. I request for any assistance here.
1
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93
views
asked 11 days agolg...
Hello, I have started running a command to train a model using Ultralytics YOLOv8.2.4.
Most of the prerequisites should have already been installed. However whenever i run the cell, it will get stuck...
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77
views
asked 12 days agolg...
When creating a labeling job through the Amazon Ground Truth console using Amazon Mechanical Turk as the worker type, you are asked to specify the "Number of workers per dataset object".
In order to...
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49
views
asked 14 days agolg...
I have a SageMaker inference endpoint that I want to delete, but I'm unable to delete it because it's been stuck in the "Updating" status for weeks at this point.
When I've tried deleting it, I get...
1
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65
views
asked 17 days agolg...
I am creating an marketplace model package. For implementation reasons i would like to support only T4 gpus for batch transform jobs (G4dn machines). I already checked that G4dn machines are available...
1
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105
views
asked 17 days agolg...
I'm using Prebuilt SageMaker Docker Images for Training the ML models, the requirement for me is to update the pip.config file in the Docker image provided by Sagemaker and install the python packages...
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130
views
asked 17 days agolg...
I have created a data monitoring schedule using the `DefaultModelMonitor` . In the monitoring schedule call I'm passing constraints and statistics that was generated using the baseline job. I'm also...
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131
views
asked 18 days agolg...
Hello. I want to transfer my model weights for machine learning to my EC2 Instance using SSH. However, I'm having trouble accessing the folder. Even after installing TensorFlow in my terminal to...
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61
views
asked 18 days agolg...